机会不在保单壳,而在可保性工程:模型评估与审计标准、上线后的漂移与幻觉监控、深伪与身份验证的反欺诈基础设施、AI治理与证据链留痕,以及最关键的去相关化能力。通过多模型、多云、隔离与回滚设计降低同源聚合带来的再保资本压力,一旦形成可复制标准与数据闭环,就会从风控成本变成定价权资产。
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Starring: Kurt Russell, Wyatt Russell, Anna Sawai, Kiersey Clemons, Ren Watabe, Mari Yamamoto, Joe Tippett, Anders Holm, Takehiro Hira, Amber Midthunder, Curtiss Cook, Cliff Curtis, Dominique Tipper, and Camilo Jiménez Varón
This started with Addition Under Pressure, where I gave Claude Code and Codex the same prompt: train the smallest possible transformer that can do 10-digit addition with at least 99% accuracy. Claude Code came back with 6,080 parameters and Codex came back with 1,644. The community has since pushed this dramatically lower.